AI feedback for teachers—without losing your voice

Feedback Flows drafts rubric-aligned comments and grades so UK teachers can reduce marking workload while keeping feedback personal, actionable, and professionally reviewed.

What “AI feedback” should mean in practice

Generic AI comments frustrate students and create more editing work for teachers. Useful AI feedback mirrors how experienced markers work: read against criteria, note specific strengths and gaps, suggest next steps, and flag anything that needs a human second look.

Feedback Flows combines rubric marking, interactive feedback tools, batch processing, and optional integrity checks in one platform—so you are not juggling separate apps for grading, comments, and plagiarism concerns.

Reduce teacher marking workload where it hurts most

• Extended writing — Essays, reports, and coursework with line-level draft feedback.
• Whole-class returns — Batch marking so every learner gets timely comments, not just the first tray you reach.
• Formative drafts — AI Tutor and interactive feedback for earlier intervention.
• Follow-up resources — Targeted worksheets generated from what each student missed.
• Progress visibility — Reports that show improvement over time without extra spreadsheet work.

Built for UK educators and institutions

The product is designed with UK schools, colleges, ITPs, and MATs in mind: pay-as-you-go credits instead of rigid per-seat subscriptions, ICO-aligned privacy expectations, and exports that support internal moderation and external scrutiny.

Individual teachers can start alone; departments and trusts can expand with team features, enterprise compliance options, and central visibility when leaders need it.

Learn more

Read our guides on teacher workload reduction and responsible AI in classrooms, or explore the teacher solution page.